Purics AI
AI Engineering & Product Development
We build, operate, and continuously improve AI-powered software for businesses.
Research-driven engineering. Production-grade AI. Not an agency selling developers — a technology company whose customer work funds research.
Serve. Research. Invent.
R&D is why we exist.
Service is how we fund it.
Purics AI is a technology company — not an agency that happens to do research. We build real systems for customers, learn from production problems, and reinvest into research that becomes Purics technology.
Purpose
Breakthroughs with impact
To pursue technological breakthroughs and turn research into real-world impact.
Mission
Self-sustaining research
To build a self-sustaining technology company where customer work funds continuous R&D, and research creates the technologies of tomorrow.
Vision
Independent tech research
To become an independent technology research company that continuously transforms ideas and discoveries into technologies that improve the world.
How we deliver
Research → Build → Deploy → Operate → Improve
From idea to production — then continuous improvement. Customer revenue funds the next cycle of research.
Build technology.
Finance it with real work.
We're not primarily selling developers. We're building technology — and the service business finances the research operation.
Research
Understand the problem, architecture, and constraints.
Build
Ship production-grade AI and software in your stack.
Deploy
Take systems live with reviewable, controlled releases.
Operate
Keep products reliable after launch — not a handoff and goodbye.
Improve
Iterate from real usage. Reinvest learning into the next build.
Build for customers. Learn from real problems. Invest proceeds into R&D. Turn research into products.
Serve. Research. Invent.
The Purics AI Pledge
- Research is our purpose.
- Service is our engine.
- Reinvestment is our commitment.
- Innovation is our future.
We believe great technology begins with curiosity. Purics AI exists to research, experiment, invent, and build.
We serve customers not merely to generate revenue, but to create the financial foundation that allows us to continue researching and developing technologies that may not have an immediate commercial return.
We will continuously put a part of what we earn back into research and development. We will explore difficult problems. We will experiment with ideas that may fail. We will build intellectual property, products, and technologies of our own.
We will learn from the problems our customers bring to us and use that knowledge to become better researchers and builders. We will pursue long-term technological progress over short-term gains.
Our customers fund our journey. Our research defines our future.
Revenue funds research. Research creates the future.
From idea to production
We build AI-powered products, automate complex workflows, and provide the engineering capacity to take them live — then operate and improve.
AI Agents
- ✓ Tool-using agents for real business workflows
- ✓ RAG, retrieval, and escalation paths
- ✓ Evaluation, monitoring, and iteration
AI Products
- ✓ LLM-powered product features end to end
- ✓ Model integration, APIs, and UX
- ✓ Production hardening — not demos
Automation
- ✓ Complex business workflow automation
- ✓ Integrations across your existing stack
- ✓ Reliable ops after go-live
Software Engineering
- ✓ Full-stack products, APIs, and backends
- ✓ Cloud, architecture, and DevOps
- ✓ Data platforms when the product needs them
Dedicated Engineering
- ✓ Named engineers against your backlog — without hiring overhead
- ✓ Least-privilege access you control; work via PRs in your repos
- ✓ Scale capacity as priorities change — no lock-in
Technology company.
Products beneath it.
Clear hierarchy: Purics AI builds technology. Products are outcomes of that work — not a pile of unrelated businesses.
Product
InvitePe
Scheduling and meeting infrastructure — built by Purics AI. Powers booking and support chat on this site.
invitepe.com →Product
Autmic
Industrial marketplace — built by Purics AI. A product of our engineering and research cycle, not a separate company brand competing with Purics.
Positioned under Purics AI, not beside it.
How it works
From a short technical consult to flexible capacity on your backlog — without a hiring process.
Tell us what you're building
Share product goals, stack, and constraints in a free technical consultation.
Match a named engineer
We recommend capacity and a named Purics engineer — then a least-privilege access plan you approve.
You grant minimum access
Work stays in your repos via branches and PRs. You keep ownership, review, and the ability to revoke anytime.
Scale when you need
Increase or reduce capacity as priorities change — no long-term lock-in.
Full model: Security & Client Access — what happens to your code after you hire us.
Outcomes first. Capacity second.
Choose the engagement that matches the problem you're solving. Hours are how we plan capacity internally — not what we sell as the product.
Engineering Partner
Continuous engineering help
For companies that need an ongoing engineering partner — features, fixes, reviews, and velocity without a full-time hire.
- ✓ Continuous feature & maintenance work
- ✓ Code reviews & architecture guidance
- ✓ Direct engineer collaboration
- ✓ Transparent delivery tracking
Typical capacity: ~8 engineering hours/week
Product Engineering
Build a product or major feature
For teams shipping a product, platform, or substantial feature set — deeper ownership and higher throughput.
- ✓ Full-stack / backend product delivery
- ✓ Architecture ownership against your roadmap
- ✓ Weekly planning & progress syncs
- ✓ Scale capacity as the roadmap expands
Capacity sized to the problem — agreed in consult
AI Engineering
Build AI systems
For companies building agents, RAG, LLM integrations, ML pipelines, or AI-native product features.
- ✓ AI agents, RAG, and LLM systems
- ✓ Model development & deployment
- ✓ Product + AI engineering together
- ✓ Engagement designed around your problem
Scope & capacity agreed in technical consult
Need something different? We'll design the engagement around your problem — including lighter or larger scopes.
Transparent work tracking · Payments via Razorpay · Flexible engagements
Get Your
Engineering Plan
Tell us what you're building; we'll recommend the engagement, architecture, and capacity — no credit card, no commitment.
- ✓ Requirements & scope walkthrough
- ✓ Architecture & stack recommendations
- ✓ Capacity plan matched to your backlog
- ✓ No credit card · No commitment
Tell us what you're building; we'll recommend team, architecture, monthly capacity.
Why Purics — not another AI agency
Hundreds of firms sell AI development and dedicated developers. Purics is a small but capable AI engineering company — with a delivery model and an endgame that are different.
Practical
Instead of hiring
- ✓ No recruitment, interviews, offer cycles, or notice periods
- ✓ Start with a defined backlog — senior engineers execute
- ✓ You invite a named engineer; least-privilege access you control
- ✓ Transparent tracking; increase, reduce, or stop when priorities change
- ✓ Replacement if the engineer isn't the right fit
Differentiation
Instead of another agency
- ✓ Research → Build → Deploy → Operate → Improve — not “ship a sprint and disappear”
- ✓ We build technology; services finance the research operation
- ✓ Products like InvitePe sit under Purics — proof we ship, not just pitch
- ✓ Come for production-grade AI engineering. Stay because of what your money helps invent.
Research-driven engineering. Production-grade AI.
Selected Engineering Work
Honest capability examples — demos, internal prototypes, and technical depth across stacks we work in. Not fabricated client case studies.
AI Agent & RAG Systems
LLM-powered agents with retrieval, tool use, and escalation paths for product workflows.
Full-Stack Product Platforms
React frontends with GraphQL/REST backends, auth, and cloud-native deployment patterns.
Java / Spring Backend Systems
Service-oriented backends, APIs, and domain logic for products that need durable architecture.
Data Pipelines & Analytics
Ingestion → transform → warehouse patterns with dashboards and analytics-ready datasets.
Cloud & Platform Engineering
CI/CD, container orchestration, and infrastructure-as-code for reliable shipping.
Event-Driven Integrations
Reliable event buses connecting product systems, third-party APIs, and internal services.
Come to solve a problem.
Stay for what you're funding.
Practical delivery first. Philosophy second — but never optional.
Capability, not headcount
An engineering team against your backlog — without recruitment, salary overhead, or lock-in.
Visible delivery
Transparent tracking and regular syncs so you always know what shipped and what's next.
Your money builds more
Every engagement helps fund Purics research — independent of investor short-term pressure.
This research is funded by Purics customers
We're building a public research surface over time — AI systems, experimental platforms, developer tools, and hard technical problems. Services earn. Research invents. Successful research becomes Purics technology.
Layer 1
Services
Customers pay Purics to solve problems.
Layer 2
Research
Earnings fund difficult, long-horizon problems.
Layer 3
Products / IP
Successful research becomes Purics technology.
Current research notes will appear here as we publish them.
One active R&D direction: Trusted Engineering Infrastructure — secure environments for distributed teams to build without exposing unnecessary customer infrastructure.
Your code stays yours
You retain ownership and control of your infrastructure. Purics engineers receive only the minimum access required to perform the agreed work — never shared credentials, never ownership transfer.
The Purics security promise
- ✓ Your code, repos, cloud, and data stay in your accounts
- ✓ You control repository, infrastructure, and production access
- ✓ Engineers get only the permissions required for assigned work
- ✓ Access can be revoked by you at any time
- ✓ Activity stays auditable in your GitHub/GitLab and cloud logs
- ✓ Secrets never via Slack, email, or documents
01
You own everything
GitHub/GitLab org, cloud accounts, databases, CI/CD, domains, secrets, and customer data remain yours. We never ask you to transfer ownership.
02
You invite the engineer
You invite a Purics-controlled identity to specific repos with the right permission level. Shared personal accounts are not how we work. You can revoke instantly.
03
No production by default
Normal path: development → staging → pull request → your review → production. Production access only when required — temporary, least privilege, logged, revocable.
04
Secrets stay in your vault
No AWS keys, DB passwords, Stripe/OpenAI secrets, or JWT keys through chat or docs. Prefer permission to use a service over exposing the underlying secret.
Standard secure onboarding
Exactly what happens to your code after you hire Purics — written as a process, not a slogan.
Step 1
Technical discovery
Architecture, repos, cloud, environments, and required work.
Step 2
Access plan
A precise list you approve — e.g. Repo X Write, Dev AWS limited, Staging DB, Production: none.
Step 3
Identity
Named Purics engineer identity — not a shared login — so your audit trail stays clear.
Step 4
You provision access
You grant the approved permissions in your systems.
Step 5
Work
Branches, PRs, and issues in your tooling — visible to you.
Step 6
Review
You keep control of merges and deployments where appropriate.
Step 7
Offboarding
When the engagement ends, access is revoked. Purics keeps an internal record of engineer identity, role, access granted, environments, and dates — so we scale without losing accountability.
See also our Data Confidentiality and Privacy Policy.
Priority support, honest SLA
Priority support with a 1-business-hour response during agreed support hours. Enterprise SLAs negotiated separately for larger engagements.
- ✓ Email & async communication
- ✓ Response during agreed support hours
- ✓ Ticket-based issue tracking
- ✓ Priority async support
- ✓ 1-business-hour response target
- ✓ Weekly check-in calls
- ✓ Priority support during agreed hours
- ✓ 1-business-hour response target
- ✓ Direct engineer access
- ✓ Enterprise SLA negotiated separately
Reach the team
admin@purics.aiPriority support during agreed support hours.
Enterprise SLA available on request.